storage Database Connections

Deepthink currently supports MongoDB for document storage and Neo4j for graph storage. Configure both to enable the full pipeline.

  • MongoDB stores user information, conversation history, fallbacks, and structured outputs.
  • Neo4j stores entity relationships and retrieval graphs.

Both databases are required in production. Running with only one store will not work in a production environment.

See Document Stores and Graph Stores for exact environment variables.